• Title/Summary/Keyword: Business Group

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A Personalized Recommender based on Collaborative Filtering and Association Rule Mining

  • Kim Jae Kyeong;Suh Ji Hae;Cho Yoon Ho;Ahn Do Hyun
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2002.05a
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    • pp.312-319
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    • 2002
  • A recommendation system tracks past action of a group of users to make a recommendation to individual members of the group. The computer-mediated marking and commerce have grown rapidly nowadays so the concerns about various recommendation procedure are increasing. We introduce a recommendation methodology by which Korean department store suggests products and services to their customers. The suggested methodology is based on decision tree, product taxonomy, and association rule mining. Decision tree is to select target customers, who have high purchase possibility of recommended products. Product taxonomy and association rule mining are used to select proper products. The validity of our recommendation methodology is discussed with the analysis of a real Korean department store.

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Factors Affecting Business Performance of Rural Tourism Operators (농촌관광 사업자의 경영성과에 영향을 미치는 요인)

  • Kim, Kyung-Hee;Hwang, Dae Yong
    • Journal of Agricultural Extension & Community Development
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    • v.27 no.2
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    • pp.65-74
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    • 2020
  • The study aims to identify the factors affecting business performance of rural tourism operators. For this study, 1,004 questionnaires were collected by field survey of rural tourism operators. The linear multiple regression analysis were used to identify factors affecting performance of rural tourism business. The result indicate that the factors influencing the sales of rural tourism business were in order of owning sales facilities, perception of multi-functional value of agriculture and rural, group promotion, number of rooms, and gender. In the case of gender, it was found that females had a high probability of positively affecting sales. The factors influencing the satisfaction of the rural tourism business were in the order of management strategy, number of days of operation, perception of multi-functional value of agriculture and rural, and business career. In the case of management strategy, it was found that the differentiation strategy have a positively affecting the satisfaction of the rural tourism business. As for the business career, the shorter the career, the higher the probability of positively affecting the satisfaction of the rural tourism business. The results of this study would be useful for establishing strategies to improve the management performance of the rural tourism business.

The Impact of The Sales Scale to Fisheries Products Processing Business on Primary Fisheries Cooperatives in Korea (수협 회원조합의 매출액 규모가 수산물 가공사업에 미치는 영향)

  • Park, Joon-Mo
    • The Journal of Fisheries Business Administration
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    • v.46 no.3
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    • pp.1-14
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    • 2015
  • This study aims to examine factors affecting the seafood processing business of primary cooperatives. For this purpose, I divided primary cooperatives that participate to seafood processing business into three group by sales scale. And then analyzed survey results for the four items that might be affecting the seafood processing business, type of seafood processing methods, HACCP certification status, distribution channels, processing difficulties during project implementation, etc. The result offers four implications. First, It is desirable to reduce the burden of the initial investment by leveraging the consignment process at the initial entry to seafood processing business. Second, HACCP certification is essential factor in order to promote seafood processing business as a long-term economic business. Third, To the steady growth of the seafood processing business, it is important to secure fixed large customers, as well as a individual customer. Fourth, For the continued growth of the seafood processing business it should be approached differently by way of sales, when the National Federation of Fisheries Cooperatives support to primary cooperatives.

A Study of College students's Consumer Behavior of the Midwest(Yunnam) in China(Part II): The Consumer's Traits of Market Segmentation Based on the Apparel Benefits (중국 중서부 지역(운남성) 대학생들의 소비자 행동연구(제 2보): 의복추구혜택에 따른 세분시장의 소비자특성)

  • Lee, Okhee
    • Journal of Fashion Business
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    • v.18 no.4
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    • pp.97-113
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    • 2014
  • This study investigates consumer's traits of market segmentation based on the apparel benefits. The subjects were 302 college students living in Yunnam, China. The mean, ANOVA, factor analysis, Duncan test, and K-means cluster analysis were used for statisticals analysis. The results of this study are as follows. The college students were classified, into six subdivisions, according to the apparel benefits by cluster analysis: indifference group, utility pursuit group, hedonic/brand pursuit group, individuality pursuit group, social recognition/fashion pursuit group, and pursuit benefits-minded group. In the factors of happiness-pursuing and life-centered of materialism, significant differences were found according to the groups of apparel benefits, and all factors of symbolic consumption and brand loyalty were found to have significant differences according to the groups of apparel benefits. The evaluation criteria of clothing were significantly different, depending on apparel benefits subdivision in criteria of aesthetic, socio-psychological, and utility. The use of information was shown to have significant differences, according to the groups of apparel benefits. The study results are highly expected to be utilized as useful sources in marketing plans for the midwest of China.

Influence of Window Display and Clothing Shopping Value on Consumer Attitude (의류(衣類)쇼핑가치(價値)와 쇼 윈도우 디스플레이 유형(類型)에 따른 소비자(消費者) 태도(態度))

  • Kwon, Hae-Sook;Shin, Eun-Kyung
    • Journal of Fashion Business
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    • v.11 no.5
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    • pp.64-78
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    • 2007
  • The main findings are as follows: First, both male and female group, image display was showed higher scores than the product display in the dimensions of 'interest' and 'impression, and the product display presented higher scores than the image display in the dimensions of 'information'. Second, in the dimensions of 'interest', more interest was demonstrated in image display for both male and female consumer group irrelevant to clothing shopping values. The pleasure pursuit consumer group of male and female presented more interest toward the both types of window display. Third, in the dimensions of 'information', the product display had more effect for both sex groups and the pleasure pursuit consumer group was seeking more information than the others groups through the window display. Fourth, in the dimensions of 'impression', the image display formed stronger impression and image for both male and female consumer group and the pleasure pursuit group showed higher score of impression formation than the other two groups.

Male Consumers' Clothing Consumption Values and Perceived Importance of Store Attributes by Store Type Preferences (남성 소비자의 점포 선호유형에 따른 의복소비가치와 점포속성중요도)

  • Suk, Semi;Lee, Yoon-Jung
    • Journal of Fashion Business
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    • v.22 no.5
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    • pp.15-31
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    • 2018
  • The purpose of this study was to classify male consumers and examine their clothing consumption values and the perceived importance of store attributes. Using Internet-based research service, survey data were collected from 651 male consumers aged between 20 and 40. The questionnaire included questions regarding respondents' preference of different store types, clothing consumption values, perceived importance of store attributes. According to the results, the respondents were categorized into 5 distinct groups based on their store type preferences: discount store preference group, multi-channel preference group, store indifferent group, brand store preference group, online store preference group. Multi-channel preference group was the largest among these groups. The five store type preference groups statistically varied in clothing consumption values, i.e., epistemic value, brand/conspicuous value, and economic value. The groups also differed in the importance they placed in the store attributes of: service and product quality, promotion, fashionability, salesperson and store environment, store atmosphere, convenience, and website image. The results of this study have direct implication for retail marketers of fashion companies who are targeting male consumers. Marketers can apply findings of this study in implementing retail strategies for different types of stores.

Strategic Group Classification and Performance of the Chinese Cosmetic Industry - A Cognitive Approach - (중국 화장품 산업의 전략집단 분류와 성과에 관한 연구 - 인지적 접근법을 중심으로 -)

  • Liang, Cui-jing;Bang, Ho-Yeol
    • Korea Trade Review
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    • v.44 no.4
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    • pp.189-203
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    • 2019
  • In recent years, most companies are making strategic strides to respond to changes in the competitive landscape. This trend is proceeding independently from industry to industry, and the Chinese cosmetics industry, which is at its peak, is no exception. In the meantime, the question of whether the concept of strategy group and related theories are suitable for advanced markets and whether they are applicable to emerging markets such as China is an interesting subject of inquiry. The purpose of this study is to classify strategic groups based on the cognitive approach of CEO's in the Chinese cosmetics industry. Some of the existing studies on strategic groups have raised limitations on the theoretical validity of the classification and criteria of strategic groups. However, since the concept of the strategic group becomes a middle level analysis unit between the enterprise and the industry, applying this concept to the Chinese cosmetic industry will help identify the strategic group existing in the industry and grasp the composition of the entire industry.

Effect of Chamomile German Oil Application of IgG1 and IgE 1 to Atopic Dermatitis in NC/Nga Mice Model (Chamomile German 오일도포가 아토피성 피부염을 가진 NC/Nga 생쥐모델의 혈청 IgE와 IgG1양 변동에 미치는 영향)

  • Shin, Gil-Ran;Kim, Yang-Weon
    • Korean Journal of Human Ecology
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    • v.18 no.2
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    • pp.501-507
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    • 2009
  • Atopic dermatitis is one of the most common skin disease in children and a characteristic chronically recurrent form of dermatitis with a hereditary tendency, affecting infants and may extend to the childhood or th the adult age. Environmental factors, stress, and foodstuffs such as milk, egg may cause atopic dermatitis. Nc/Nga mice were used as an animal model for human atopic dermatitis. The divided by 4group such as normal group, BMAC group, FK506 group, MR group for this study raised in conventional conditions. To investigate effect of Chamomile German on atopic dermatitis in NC/Nga mice, the serum IgE and IgG1 level were measured while the severity degree of the skin lesion was examined by the naked eyes of two volunteers who were unaware of the treatment status. The results were the followings. 1. The score on the severity degree of skin dermatitis in FK 506 and MR group was lower than that in control group. 2. The serum IgE level in control group was higher 25% than that in normal group. 3. The serum level of IgE in FK506 and MR group compares to control group was decreased. 4. The serum IgG1 level was decreased more than 3.5 times in FK506 compared to control group while MR group had significantly less the serum IgG1 than control group. From the above results, treatment of Chamomile German oil had the effect on atopic dermatitis in NC/Nga mice. If scientific researches on aroma oil are performed in various way, aroma oil will be used to cure skin dermatitis as a alternative therapy in the future.

The Analysis of the Relation between Regional Industrial Diversity and Regional Business Cycle (지역의 산업다양성과 지역경기변동의 관계 분석)

  • Woo, Youngjin;Kim, Euijune
    • Journal of the Korean Regional Science Association
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    • v.33 no.3
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    • pp.3-19
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    • 2017
  • The purpose of this paper is to analyze the impacts of regional industrial diversity on regional business cycle response to national volatility. We employed mean group and pooled mean group estimators of panel vector error-correction models in order to control unobserved heterogeneity of the port cities, such as Pusan, Ulsan and Incheon. The results show that in various industrial regions, short-term fluctuations in the unemployment rate are small compared to other regions. On the contrary, long-term volatility of manufacturing production index is low in those regions.

The Impact of Health Service Quality Factors on Patient's Satisfaction According to Duration of Hospitalization (입원기간에 따른 의료서비스 품질요인이 고객만족에 미치는 영향에 관한 연구)

  • Lee, Hoon-Young;Jung, Kee-Taig;Shine, Eun-Kyu;Han, Yong-Jun
    • Korea Journal of Hospital Management
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    • v.13 no.3
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    • pp.44-68
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    • 2008
  • The purpose of this study is to identify which factors of medical service quality were considered important by patients based on survey on eight hospitals located in Seoul. We analyzed the difference in impact of health service quality factors between the two groups with short and long inpatient days. In addition, we analyzed which service factors affected the customer satisfaction more differently across the inpatient groups. We found that patient satisfaction was not different between the two groups with short and long inpatient days. But the two groups showed different priority orders of medical service factors that affect patient satisfaction. In the group with long inpatient days, the order of medical service factors are cleanness, speciality, process. In the group with short stay, important factors are speciality, cleanness and convenience of facilities. These findings imply that hospitals should set up different marketing strategies across the different inpatients groups.

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